Just stick up sheet-rock. It will be quicker and neater, and almost certainly cheaper as well.

CH, if the panneling is as firmly fixed as Rapaire says, and will take half the wall away with if it comes off, it sounds a good base to use.

Only slack asses build over existing without seeing if it is suitable first.
Of course you don't if you have the time and budget.